{"id":"W2333948993","doi":"10.1242/jeb.064238","title":"FRUIT FLIES ON ICE","year":2012,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Drosophila melanogaster; Melanogaster; Diapause; Larva; Biology; Vitrification; Overwintering; Insect; Zoology; Ecology; Genetics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000228152,0.0008446589,0.0006785832,0.0005131786,0.0007781078,0.0008090097,0.0007935132,0.0005958393,0.0322057],"category_scores_gemma":[0.0002657789,0.0004997368,0.0005830992,0.000371968,0.0003350236,0.0009230183,0.001251774,0.001976455,0.03545158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003584703,"about_ca_system_score_gemma":0.0003185387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001207624,"about_ca_topic_score_gemma":0.002586893,"domain_scores_codex":[0.9996141,0.0000221969,0.00002594408,0.0001263334,0.0001472364,0.00006400104],"domain_scores_gemma":[0.9998564,0.00001743502,0.00002333174,0.00003417147,0.00003715393,0.00003151959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006412828,0.0001712342,0.001831572,0.001234731,0.0000831158,0.0004541471,0.000399023,0.0003259718,0.8269535,0.004415403,0.08525298,0.07823707],"study_design_scores_gemma":[0.0001643841,0.0004509038,0.009120174,0.0002418,0.00006504478,0.0008084619,0.0001928881,0.0006676854,0.1732028,0.002253337,0.8127715,0.00006109942],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2460843,0.03328686,0.04658132,0.005365973,0.007580843,0.00417244,0.1123294,0.01249765,0.5321013],"genre_scores_gemma":[0.3732433,0.01845987,0.06470188,0.005175618,0.0008575795,0.003509038,0.1401764,0.002025499,0.3918509],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0322057,"threshold_uncertainty_score":0.1077388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0184545724396912,"score_gpt":0.3113234642263741,"score_spread":0.2928688917866829,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}